| Number of Variables | 9 |
|---|---|
| Number of Rows | 100000 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 3854 |
| Duplicate Rows (%) | 3.9% |
| Total Size in Memory | 17.3 MB |
| Average Row Size in Memory | 181.5 B |
| Variable Types |
|
| bmi is skewed | Skewed |
|---|---|
| HbA1c_level is skewed | Skewed |
| blood_glucose_level is skewed | Skewed |
| Dataset has 3854 (3.85%) duplicate rows | Duplicates |
| hypertension has constant length 1 | Constant Length |
| heart_disease has constant length 1 | Constant Length |
| diabetes has constant length 1 | Constant Length |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6.7 MB |
| Mean | 5.1712 |
|---|---|
| Standard Deviation | 0.9851 |
| Median | 6 |
| Minimum | 4 |
| Maximum | 6 |
| 1st row | Female |
|---|---|
| 2nd row | Female |
| 3rd row | Male |
| 4th row | Female |
| 5th row | Male |
| Count | 517122 |
|---|---|
| Lowercase Letter | 417122 |
| Space Separator | 0 |
| Uppercase Letter | 100000 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 102 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1.5 MB |
| Mean | 41.8859 |
| Minimum | 0.08 |
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.08 |
|---|---|
| 5-th Percentile | 4 |
| Q1 | 24 |
| Median | 43 |
| Q3 | 60 |
| 95-th Percentile | 80 |
| Maximum | 80 |
| Range | 79.92 |
| IQR | 36 |
| Mean | 41.8859 |
|---|---|
| Standard Deviation | 22.5168 |
| Variance | 507.0081 |
| Sum | 4.1886e+06 |
| Skewness | -0.05198 |
| Kurtosis | -1.0038 |
| Coefficient of Variation | 0.5376 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6.3 MB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 100000 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6.3 MB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 100000 |
categorical
| Approximate Distinct Count | 6 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6.8 MB |
| Mean | 6.3423 |
|---|---|
| Standard Deviation | 1.5674 |
| Median | 7 |
| Minimum | 4 |
| Maximum | 11 |
| 1st row | never |
|---|---|
| 2nd row | No Info |
| 3rd row | never |
| 4th row | current |
| 5th row | current |
| Count | 591971 |
|---|---|
| Lowercase Letter | 520339 |
| Space Separator | 42263 |
| Uppercase Letter | 71632 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 4247 |
|---|---|
| Approximate Unique (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1.5 MB |
| Mean | 27.3208 |
| Minimum | 10.01 |
| Maximum | 95.69 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 10.01 |
|---|---|
| 5-th Percentile | 16.82 |
| Q1 | 23.63 |
| Median | 27.32 |
| Q3 | 29.58 |
| 95-th Percentile | 39.49 |
| Maximum | 95.69 |
| Range | 85.68 |
| IQR | 5.95 |
| Mean | 27.3208 |
|---|---|
| Standard Deviation | 6.6368 |
| Variance | 44.0469 |
| Sum | 2.7321e+06 |
| Skewness | 1.0438 |
| Kurtosis | 3.5205 |
| Coefficient of Variation | 0.2429 |
numerical
| Approximate Distinct Count | 18 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1.5 MB |
| Mean | 5.5275 |
| Minimum | 3.5 |
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 3.5 |
|---|---|
| 5-th Percentile | 3.5 |
| Q1 | 4.8 |
| Median | 5.8 |
| Q3 | 6.2 |
| 95-th Percentile | 6.6 |
| Maximum | 9 |
| Range | 5.5 |
| IQR | 1.4 |
| Mean | 5.5275 |
|---|---|
| Standard Deviation | 1.0707 |
| Variance | 1.1463 |
| Sum | 552750.7 |
| Skewness | -0.06685 |
| Kurtosis | 0.2153 |
| Coefficient of Variation | 0.1937 |
numerical
| Approximate Distinct Count | 18 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1.5 MB |
| Mean | 138.0581 |
| Minimum | 80 |
| Maximum | 300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 80 |
|---|---|
| 5-th Percentile | 80 |
| Q1 | 100 |
| Median | 140 |
| Q3 | 159 |
| 95-th Percentile | 200 |
| Maximum | 300 |
| Range | 220 |
| IQR | 59 |
| Mean | 138.0581 |
|---|---|
| Standard Deviation | 40.7081 |
| Variance | 1657.1523 |
| Sum | 1.3806e+07 |
| Skewness | 0.8216 |
| Kurtosis | 1.7375 |
| Coefficient of Variation | 0.2949 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6.3 MB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 100000 |